{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "https://mp.weixin.qq.com/s?__biz=MzkxOTQzNDEzOA==&mid=2247488496&idx=1&sn=8e96a50cd3beb84513dcc9d384201d44&chksm=c1a37505f6d4fc1326916c67f0e22e5d780702d82198c1ebe1a4c4c1ad82147835b54f47c053&scene=178&cur_album_id=3486509480429469704#rd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import pandas_ta as ta\n",
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def ultimate_smoother(price, period):\n",
    "    # 初始化变量\n",
    "    a1 = np.exp(-1.414 * np.pi / period)\n",
    "    b1 = 2 * a1 * np.cos(1.414 * 180 / period)\n",
    "    c2 = b1\n",
    "    c3 = -a1 * a1\n",
    "    c1 = (1 + c2 - c3) / 4\n",
    "    \n",
    "    # 准备输出结果的序列\n",
    "    us = np.zeros(len(price))\n",
    "    \n",
    "    # 计算 Ultimate Smoother\n",
    "    for i in range(len(price)):\n",
    "        if i < 4:\n",
    "            us[i] = price[i]\n",
    "        else:\n",
    "            us[i] = (1 - c1) * price[i] + (2 * c1 - c2) * price[i - 1] \\\n",
    "                    - (c1 + c3) * price[i - 2] + c2 * us[i - 1] + c3 * us[i - 2]\n",
    "    \n",
    "    return us\n",
    "\n",
    "\n",
    "# 获取数据\n",
    "df = ak.stock_zh_index_daily(symbol=\"sh000001\").iloc[-270:]\n",
    "df = df.set_index(\"date\")\n",
    "period = 20\n",
    "\n",
    "df[\"UltimateSmoother\"] = ultimate_smoother(df[\"close\"].values, period)\n",
    "df[\"EMA\"] = df.ta.ema(length=period).values\n",
    "df[\"SMA\"] = df.ta.sma(length=period).values\n",
    "\n",
    "df = df.iloc[-200:]\n",
    "\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(df.index, df['close'], label='Close')\n",
    "plt.plot(df.index, df['EMA'], label='EMA', linestyle='--')\n",
    "plt.plot(df.index, df['SMA'], label='SMA', linestyle='--')\n",
    "plt.plot(df.index, df['UltimateSmoother'], label='Ultimate Smoother', linestyle='--')\n",
    "plt.legend()\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "4broker",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
